MMarqely
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Early access · Universal business data platform

Every system. Every file.
Every format.
One business language.

Marqely turns messy, disconnected business data into one clean, usable foundation. Import spreadsheets, CSVs, product lists, customer files, booking sheets, inventory exports, and accounting reports — then map, normalize, validate, search, filter, and export cleaner data your team can trust.

Import anything. Organize everything. Export anywhere.
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Early access · Active development · No credit card required
messy_export.csv → normalized3 issues flagged
Raw source
  • Cust NameMaya Patel
  • email_addrMAYA@ACME.COM
  • cmpyacme corp.
  • Phone #(212) 555-0143
  • City/Statenyc, ny
  • City/Statenyc, ny
Cleaned
  • Customer NameMaya Patel
  • Emailmaya@acme.com
  • CompanyAcme Corp
  • Phone(212) 555-0143· standardized
  • CityNew York
  • StateNY
Columns translated
27 / 30
Values normalized
1,284
Issues flagged
3
Ready to export
Yes

Your business data was never designed to work together.

One tool calls it Customer Name. Another calls it Buyer. Another splits it into First Name and Last Name. Product files use SKUs, accounting exports use invoice IDs, event sheets use guest lists, and every system stores the same truth differently. Marqely is built to translate that mess into clean, usable business data.

  • Mismatched columns
  • Duplicate records
  • Missing fields
  • Inconsistent formats
  • Data trapped in different tools
  • Manual spreadsheet cleanup every time

One clean pipeline, from messy file to trusted dataset.

Marqely does the translation work so your team stops rebuilding spreadsheets by hand.

  1. 1

    Import messy files

    Upload CSVs from anywhere — sales, ops, marketing, product, inventory, accounting.

  2. 2

    Detect the dataset shape

    We recognize what kind of data you've brought in and recommend a type.

  3. 3

    Map mismatched columns

    Automatic mapping with confidence scores and manual overrides.

  4. 4

    Normalize values

    Standardize formats so records finally line up across systems.

  5. 5

    Flag validation issues

    Surface missing fields, bad values, and structural problems before export.

  6. 6

    View raw vs cleaned

    Toggle between the original rows and the normalized view side-by-side.

  7. 7

    Export cleaner datasets

    Download tidy CSVs your team can actually use.

  8. 8
    Planned

    Match & sync

    Match into master records and push clean data to other tools.

Available now

  • CSV imports
  • Generic Dataset imports
  • Contact / Company / Company + Contact imports
  • Automatic type recommendation and column mapping
  • Custom fields
  • Raw vs normalized dataset viewer
  • Filters, sorting, column visibility, and CSV export (browser-MVP limits)
  • Import reports and validation issues
  • Workspace foundation

Coming soon

  • 50k+ staged background imports
  • Master record / golden record matching
  • Repair and retry workflows
  • Re-upload comparison
  • XLSX and spreadsheet support
  • Google Sheets and other connectors
  • Sync / export to outside systems
  • AI-assisted mapping, matching, and insights

Roadmap items. Not shipped yet — we'll say so plainly until they are.

Built for any team drowning in spreadsheets.

CRM is one lens on Marqely — not the whole product.

Agencies cleaning client data
Ecommerce & product catalogs
Event and booking lists
Service businesses
Talent, model & creator agencies
Marketing lists
CRM cleanup
Operations teams moving between tools

Bring us your messiest CSV.

Request early access and help shape Marqely with the first customers.

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